Papers with center event-aware graph
Enhancing Emotion-Cause Pair Extraction in Conversations via Center Event Detection and Reasoning (2024.findings-emnlp)
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| Challenge: | Emotion-Cause Pair Extraction in Conversations (ECPEC) aims to identify emotion utterances and their corresponding cause utterrances in unannotated conversations. |
| Approach: | They propose a new method to identify emotion utterances and their corresponding cause utterrances in unannotated conversations by using a center event-aware graph. |
| Outcome: | The proposed model outperforms existing methods and achieves state-of-the-art performance across three benchmark datasets. |